A general approach to causal mediation analysis.

@article{Imai2010AGA,
  title={A general approach to causal mediation analysis.},
  author={Kosuke Imai and Luke J. Keele and Dustin Tingley},
  journal={Psychological methods},
  year={2010},
  volume={15 4},
  pages={309-34}
}
Traditionally in the social sciences, causal mediation analysis has been formulated, understood, and implemented within the framework of linear structural equation models. We argue and demonstrate that this is problematic for 3 reasons: the lack of a general definition of causal mediation effects independent of a particular statistical model, the inability to specify the key identification assumption, and the difficulty of extending the framework to nonlinear models. In this article, we propose… CONTINUE READING